Table 2 Emerging financial factors relating to big data. Source: Author’s explanation
From: Current landscape and influence of big data on finance
Major studies | Financial market | Credit company, banking risk and loans | Internet Finance | Financial management | Financial growth | Financial analysis and application | Data mining and fraud detection | Risk management | Other financial practices |
|---|---|---|---|---|---|---|---|---|---|
Choi and Lambert [13] | – | – | – | – | – | Yes | Yes | – | |
Fanning and Grant [23] | – | – | – | Yes | – | – | – | Yes | – |
Cerchiello and Giudici [11] | – | – | – | Yes | Yes | – | – | Yes | – |
Sun et al. [74] | Yes | – | – | Yes | – | – | – | – | – |
Campbell-verduyn et al. [10] | – | – | – | – | – | – | – | – | Yes |
Shen and Chen [71] | Yes | – | – | – | – | – | – | – | – |
Begenau et al. [6] | – | – | – | – | Yes | – | – | – | Yes |
Corporation [14] | – | Yes | – | – | – | – | – | – | – |
Pérez-Martín et al. [62] | – | Yes | – | – | – | Yes | – | – | Yes |
Niu [57] | – | – | Yes | – | – | – | Yes | Yes | – |
Sun et al. [73] | – | – | – | Yes | Yes | – | Yes | – | |
Baak and Hensbergen [3] | – | Yes | – | – | Yes | – | – | Yes | – |
Tang et al. [75] | Yes | – | – | – | – | – | – | – | Yes |
Kshetri [49] | Yes | – | – | – | – | – | – | – | Yes |
Khadjeh Nassirtoussi et al [47] | – | – | – | – | – | – | Yes | – | Yes |
Yang et al. [82] | – | – | Yes | – | – | – | – | – | – |
Lien [51] | – | – | – | Yes | – | – | – | – | – |
Yu et al. [84] | – | Yes | – | – | – | – | – | – | – |
Retail banks and big data: Big data as the key to better risk management [66] | – | Yes | – | – | – | – | – | Yes | Yes |
Yu Shen, n.d. [70] | – | – | Yes | – | – | – | – | Yes | – |
Bollen et al. [9] | Yes | – | – | – | – | – | – | – | Yes |
Zhang et al. [85] | – | Yes | Yes | – | – | – | – | ||
Glancy and Yadav [24] | – | – | – | – | – | – | – | Yes | Yes |
Gray and Debreceny [25] | – | – | – | – | – | – | Yes | Yes | – |
Hajizadeh et al.[28] | Yes | – | – | – | – | – | Yes | – | – |
Jin et al.[44] | – | – | – | – | – | – | Yes | Yes | – |
Hagenau et al. [27] | Yes | – | – | – | – | – | – | – | Yes |
Oracle [58] | – | – | – | – | – | – | Yes | Yes | – |
Peji [60] | – | – | – | – | – | – | Yes | – | Yes |
Ngai et al. [56] | – | – | – | Yes | – | – | Yes | – | – |
Andreasen et al.[1] | Yes | – | – | – | – | – | – | – | Yes |
Barr et al. [5] | Yes | Yes | Yes | Yes | Yes | ||||
Liu et al. [52] | – | – | – | – | – | Yes | Yes | Yes | |
Yu and Guo [82] | Yes | Yes | Yes | Yes | Yes | Yes | |||
Mulla and Van Vliet [55] | – | – | – | – | – | Yes | Yes | Yes | |
Hussain and Prieto [41] | Yes | – | – | – | – | – | – | – | Yes |
Hale and Lopez[29] | Yes | Yes | – | – | – | Yes | – | – | Yes |